Main
Dinesh Ladi
I have 5 years of experience in data analyses, machine learning, NLP and data visualization. Conceptualized and built a data tool within a span of 4 months and sold it to one of the unicorns in the country. Spoke at DataBricks and Seoul AI Summits.
Currently looking for a data science role where I can help companies/people leverage data to make better decisions using data analyses, machine learning and data visualization
Conferences
Conversational AI using transformer models
Seoul AI Summit 2020Conversational AI with transformer models
DataBricks Data + AI Summit North America Chapter 2021Industry Experience
Data Scientist
Walmart Global Tech Bangalore, IndiaProject:Build Continuous Model Monitoring
- Solution: Generate model diagnsotics reports and dashboards to identify anomalous/unexpected performance of models in the system. And also create triggers to create a JIRA ticket whenever the performance of a model is subpar
- Benefit: The solution helped in identifying the data drift and model drift
Project: Intent Classification
- Business problem: Improve associate experience while using chatbot
- Solution: Build classifiers by finetuning DistilBERT embeddings for intent classification
- Benefit: The solution improved the chatbot in identifying the intent of the user
Project: Optimization of bags usage at Walmart stores
- Solution: Use bin packing algorithms to identify optimal bags to be used at store checkout counters
- Benefit: The solution helped in identifying the stores with high over-usage of bags and keep on check on the same
Project: Curation of Associate Ideas using NLP
- Solution: Building a system to filter and group high quality ideas using topic modeling on S-BERT embeddings of user ideas
- Benefit: The solution will make sure that the higher management gets high quality distinct ideas that can further reviewed for implementation